{"id":"W4324309746","doi":"10.1371/journal.pone.0272246","title":"Evolution of median fin patterning and modularity in living and fossil osteichthyans","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; American Museum of Natural History; Académie des Sciences, Institut de France; Muséum National d'Histoire Naturelle; Field Museum; Université du Québec à Rimouski","keywords":"Biology; Neurocranium; Zoology; Evolutionary biology; Anatomy; Ecology; Skull","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002568291,0.0002309929,0.000228112,0.001612745,0.0005493399,0.0004453933,0.0002470086,0.0003744576,0.001255657],"category_scores_gemma":[0.0005856976,0.000293527,0.0001913994,0.0007079388,0.001341749,0.0003591936,0.0007641944,0.0002332397,0.0002151294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767975,"about_ca_system_score_gemma":0.0002515204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005507195,"about_ca_topic_score_gemma":0.01070203,"domain_scores_codex":[0.9997624,0.00002471752,0.00001389568,0.0001289284,0.00003453205,0.0000354616],"domain_scores_gemma":[0.9996479,0.00005059363,0.0001688305,0.00003465969,0.00004364256,0.00005436079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007634302,0.00003693928,0.5466619,0.00009488932,0.0001428571,0.0002859404,0.002556963,0.001693792,0.4196358,0.001103774,0.00007346645,0.02695028],"study_design_scores_gemma":[0.000002272737,0.00003684019,0.9987462,0.00000337988,0.000006850001,0.0000975143,0.0001109584,0.0003088015,0.0005076459,0.00006481719,0.0001108247,0.000003895799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994785,0.00004851083,0.0001294512,0.000004271896,2.638026e-7,0.000001460297,0.00003469486,0.000005038705,0.0002977791],"genre_scores_gemma":[0.9993632,0.00003903122,0.0002946033,0.000004158127,0.00000122769,0.000002784031,0.00008590435,0.000004439968,0.0002047031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005507195,"threshold_uncertainty_score":0.01095027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339805615349251,"score_gpt":0.2247876395797705,"score_spread":0.191389583426278,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}